commit 84cbbd4082541de6753e9226a8cd289a43ed6749 Author: ModelHub XC Date: Thu Sep 10 06:24:15 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a3b0352 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-2.6B-SFT-Fable5.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2.5-2.6B-SFT-Fable5.IQ4_XS.gguf b/LFM2.5-2.6B-SFT-Fable5.IQ4_XS.gguf new file mode 100644 index 0000000..6ae79de --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06dc109ec9885afd80f57e772d398251f36b1b617cab8328ffb31eb0928adb1a +size 1528124672 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q2_K.gguf b/LFM2.5-2.6B-SFT-Fable5.Q2_K.gguf new file mode 100644 index 0000000..3e30637 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00fa367f607f658affbe42d3e3423a5b87c04ba81a3e8bc03836f42de876bec7 +size 1094587648 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q3_K_L.gguf b/LFM2.5-2.6B-SFT-Fable5.Q3_K_L.gguf new file mode 100644 index 0000000..6fe0ca6 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c4edca7cbb336f12e460ed92d9196087cff15dfaae5bd1ba2802960f16f8cf9 +size 1451644160 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q3_K_M.gguf b/LFM2.5-2.6B-SFT-Fable5.Q3_K_M.gguf new file mode 100644 index 0000000..06256b1 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d7e90c620b9d6d4d2d9b1ab4f87a54d23c83a9527a075c09cfa8ea853d7e641 +size 1366840576 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q3_K_S.gguf b/LFM2.5-2.6B-SFT-Fable5.Q3_K_S.gguf new file mode 100644 index 0000000..a903016 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0767b8419440289bd536642d870b55c6b288871010892dfe59686eef812423a9 +size 1270519040 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q4_K_M.gguf b/LFM2.5-2.6B-SFT-Fable5.Q4_K_M.gguf new file mode 100644 index 0000000..60f02f0 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:317ca2abdfc4f7dfdbeb84b0b9017074cd4ce7d0c1429cae9eb3f60a9dd0c3c5 +size 1674450176 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q4_K_S.gguf b/LFM2.5-2.6B-SFT-Fable5.Q4_K_S.gguf new file mode 100644 index 0000000..a32d668 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d86e94acdc33ec47842100444be8419ac4e19a91845d5be0069514e01d65541b +size 1602671872 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q5_K_M.gguf b/LFM2.5-2.6B-SFT-Fable5.Q5_K_M.gguf new file mode 100644 index 0000000..6ab7f62 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e505df69be30a8f4befb9fe7126558be7bab944555f18d78efb68dcf22e70675 +size 1939739904 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q5_K_S.gguf b/LFM2.5-2.6B-SFT-Fable5.Q5_K_S.gguf new file mode 100644 index 0000000..e4c3a12 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2f7946b9804ef79cdb9bfc8658ff416c3b2119b21bbf8c3bcb9ba120233547a +size 1898239232 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q6_K.gguf b/LFM2.5-2.6B-SFT-Fable5.Q6_K.gguf new file mode 100644 index 0000000..93670dc --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:512841b59ec131c055b6312cf8f79148d5d2bb3ab27ae3f2c6fc4d39b29f9c7f +size 2221610240 diff --git a/LFM2.5-2.6B-SFT-Fable5.Q8_0.gguf b/LFM2.5-2.6B-SFT-Fable5.Q8_0.gguf new file mode 100644 index 0000000..0e36536 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:400d41eaae6b9b2049d527d5b454c8a1204e5bb8da0b8dc58783346ec69e8b2e +size 2874774784 diff --git a/LFM2.5-2.6B-SFT-Fable5.f16.gguf b/LFM2.5-2.6B-SFT-Fable5.f16.gguf new file mode 100644 index 0000000..a118db1 --- /dev/null +++ b/LFM2.5-2.6B-SFT-Fable5.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:616b30307721f4f78c3c51e29bfa235232ce4883320ea63957567b1184823535 +size 5403153664 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4cb1ab6 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: ermiaazarkhalili/LFM2.5-2.6B-SFT-Fable5 +language: +- en +library_name: transformers +license: other +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- unsloth +- lora +- trl +- sft +--- +## About + + + + + + + + + +static quants of https://huggingface.co/ermiaazarkhalili/LFM2.5-2.6B-SFT-Fable5 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-2.6B-SFT-Fable5-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q2_K.gguf) | Q2_K | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q3_K_L.gguf) | Q3_K_L | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q5_K_M.gguf) | Q5_K_M | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q6_K.gguf) | Q6_K | 2.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.Q8_0.gguf) | Q8_0 | 3.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-2.6B-SFT-Fable5-GGUF/resolve/main/LFM2.5-2.6B-SFT-Fable5.f16.gguf) | f16 | 5.5 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + +